Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study

Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study

Abstract This study aimed to investigate the diagnostic performance of machine learning-based radiomics analysis to diagnose coronary artery disease status and risk from rest/stress Myocardial Perfusion Imaging (MPI) single-photon emission computed tomography (SPECT). A total of 395 patients suspici...

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Bibliographic Details
Main Authors: Mehdi Amini, Mohamad Pursamimi, Ghasem Hajianfar, Yazdan Salimi, Abdollah Saberi, Ghazal Mehri-Kakavand, Mostafa Nazari, Mahdi Ghorbani, Ahmad Shalbaf, Isaac Shiri, Habib Zaidi
Format: Article
Language:English
Published: Nature Portfolio 2023-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-42142-w

Internet

https://doi.org/10.1038/s41598-023-42142-w

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